01-01-2021.csv

(58, 20)
(50, 20)

Maps of the states showing case number 

# map1= alt.Chart(states).mark_geoshape(
#     fill='#e8e4f3', stroke='black', strokeWidth=1
# ).project(
#     type='albersUsa'
# ).properties(
#     width=1000,
#     height=650
# )
# # click = alt.selection_single(fields=['State'], bind='legend')

# covid21= alt.Chart(bigframe21).mark_circle().transform_filter(
#   {'not': alt.FieldEqualPredicate(field='region', equal="Not a region")}  
# ).encode(
#     longitude='Long_:Q',
#     latitude='Lat:Q',
#     color=alt.Color('region:N', scale=alt.Scale(scheme='viridis')),
#     size=alt.Size('Confirmed', 
#                     scale=alt.Scale(range=[100, 3000]),
#                     legend=None
#                  ),
#     tooltip=['State:N','Confirmed:Q','Deaths:Q'],
# ).properties(width=1000,height=650,title='Confirmed Cases 2021')



# covid20= alt.Chart(bigframe20).mark_circle().transform_filter(

#   {'not': alt.FieldEqualPredicate(field='region', equal="Not a region")}  
# ).encode(
#     longitude='Long_:Q',
#     latitude='Lat:Q',
#     color=alt.Color('region:N', scale=alt.Scale(scheme='viridis')),
#     size=alt.Size('Confirmed', 
#                     scale=alt.Scale(range=[100, 3000]),
#                     legend=None
#                  ),
#     tooltip=['State:N','Confirmed:Q','Deaths:Q'],
# ).properties(width=1000,height=650,title='Confirmed Cases 2020')


# map21 = (map1 + covid21)
# map20 = (map1 + covid20)

Chloropleths showing Deaths 2020 and 2021

Line graph showing confirmed cases by Region

Stacked bar chart of deaths by region 2020 and 2021

Heatmap showing death toll by State 2020 and 2021